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TenCent Inc neural network inference framework
Neural Network Inference Framework, supplied by TenCent Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/neural+network+based+framework/neural+network+inference+framework/pm40522091-404-18-17
Average 90 stars, based on 1 article reviews
neural network inference framework - by Bioz Stars, 2026-09
90/100 stars

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Article Title: Novel accelerated methods for convolution neural network with matrix core
Article Snippet: The powerful parallel computing capability of GPU and the development of matrix processing unit in recent years provide more possibilities to improve the performance of convolutional neural network (CNN) on GPU.. For the Winograd convolution algorithm, which is the most widely used in CNN and has the best performance, there are already some tuning results, but they all ignore the utilization of the matrix operation unit and fail to make full use of the computing resources of GPU.. This paper introduces a single precision accelerated solution on GPU for CNN.

Article Title: Research on Driver Drowsiness Detection Method based on Deep Learning
Article Snippet: A high-performance neural network inference framework optimized for the mobile platform, https://github.com/Tencent/ncnn 10.

Article Title: Automatic real-time crack detection using lightweight deep learning models
Article Snippet: Crack detection methods using deep learning models such as convolutional neural network (CNN) and the newly developed vision transformer (ViT) are expanding.. However, there is still a lack of comparative evaluation of these models in real-time crack detection.. In this paper, a total of 14 lightweight deep learning models, comprising seven CNN models, five ViT models and two hybrid models, are trained to build deep learning-based crack detection methods.

Article Title: An Industrial-Grade Solution for Crop Disease Image Detection Tasks
Article Snippet: The choice of using Tencent's Neural Network Inference Framework (NCNN) (Tencent, ) is because it is a high-performance neural network inference computing framework optimized for ARM mobile platforms, which is implemented entirely in C++ and does not rely on any third-party libraries.

Article Title: A Novel Deep-Learning Model Compression Based on Filter-Stripe Group Pruning and Its IoT Application
Article Snippet: The NCNN is a neural network computing framework developed by the Tencent mobile research team, with multiple built-in optimization frameworks.

Article Title: The Role of Artificial Intelligence in Advancing Biosensor Technology: Past, Present, and Future Perspectives.
Article Snippet: Reproduced with permission,[143] Copyright 2020, Wiley Online Library. curve-fitting, was embedded into a user-friendly smartphone application using Tencent’s Neural Network Inference Framework for offline DL-assisted Alzheimer’s disease screening.

Article Title: Research on Driver Drowsiness Detection Method based on Deep Learning
Article Snippet: NCNN is a lightweight neural network inference framework developed by Tencent for mobile platforms [8], [9].



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